Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 776 |
| Missing cells | 52 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 206.2 KiB |
| Average record size in memory | 272.2 B |
Variable types
| NUM | 18 |
|---|---|
| CAT | 16 |
TempIL is highly correlated with TempGL | High correlation |
TempGL is highly correlated with TempIL | High correlation |
Lich2 is highly correlated with Lich1 | High correlation |
Lich1 is highly correlated with Lich2 | High correlation |
SpatGL is highly correlated with SpatDist | High correlation |
SpatDist is highly correlated with SpatGL | High correlation |
Fstf has 52 (6.7%) missing values | Missing |
df_index has unique values | Unique |
UArt1 has 24 (3.1%) zeros | Zeros |
AUrs1 has 662 (85.3%) zeros | Zeros |
AUrs2 has 768 (99.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-13 16:13:38.077048 |
|---|---|
| Analysis finished | 2020-11-13 16:15:12.339066 |
| Duration | 1 minute and 34.26 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 776 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 915.9265464 |
|---|---|
| Minimum | 1 |
| Maximum | 1866 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 94.75 |
| Q1 | 441.75 |
| median | 887.5 |
| Q3 | 1406.25 |
| 95-th percentile | 1787.25 |
| Maximum | 1866 |
| Range | 1865 |
| Interquartile range (IQR) | 964.5 |
Descriptive statistics
| Standard deviation | 551.3224112 |
|---|---|
| Coefficient of variation (CV) | 0.6019286299 |
| Kurtosis | -1.258483608 |
| Mean | 915.9265464 |
| Median Absolute Deviation (MAD) | 480 |
| Skewness | 0.08555912258 |
| Sum | 710759 |
| Variance | 303956.401 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1066 | 1 | 0.1% | |
| 314 | 1 | 0.1% | |
| 344 | 1 | 0.1% | |
| 343 | 1 | 0.1% | |
| 1296 | 1 | 0.1% | |
| 341 | 1 | 0.1% | |
| 340 | 1 | 0.1% | |
| 1362 | 1 | 0.1% | |
| 337 | 1 | 0.1% | |
| 334 | 1 | 0.1% | |
| Other values (766) | 766 | 98.7% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 7 | 1 | 0.1% | |
| 12 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 17 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1866 | 1 | 0.1% | |
| 1865 | 1 | 0.1% | |
| 1862 | 1 | 0.1% | |
| 1861 | 1 | 0.1% | |
| 1860 | 1 | 0.1% |
TempMax
Real number (ℝ≥0)
| Distinct | 131 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.2396907 |
|---|---|
| Minimum | 9 |
| Maximum | 1341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 60 |
| median | 96 |
| Q3 | 147 |
| 95-th percentile | 354.75 |
| Maximum | 1341 |
| Range | 1332 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 126.2041225 |
|---|---|
| Coefficient of variation (CV) | 0.9765121056 |
| Kurtosis | 24.64884457 |
| Mean | 129.2396907 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 3.928065874 |
| Sum | 100290 |
| Variance | 15927.48054 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 81 | 22 | 2.8% | |
| 96 | 21 | 2.7% | |
| 111 | 20 | 2.6% | |
| 87 | 20 | 2.6% | |
| 93 | 19 | 2.4% | |
| 48 | 19 | 2.4% | |
| 84 | 19 | 2.4% | |
| 54 | 18 | 2.3% | |
| 63 | 18 | 2.3% | |
| 60 | 18 | 2.3% | |
| Other values (121) | 582 | 75.0% |
| Value | Count | Frequency (%) | |
| 9 | 4 | 0.5% | |
| 12 | 6 | 0.8% | |
| 15 | 7 | 0.9% | |
| 18 | 14 | 1.8% | |
| 21 | 10 | 1.3% |
| Value | Count | Frequency (%) | |
| 1341 | 1 | 0.1% | |
| 1152 | 1 | 0.1% | |
| 1116 | 1 | 0.1% | |
| 864 | 1 | 0.1% | |
| 813 | 1 | 0.1% |
TempAvg
Real number (ℝ≥0)
| Distinct | 176 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.74742268 |
|---|---|
| Minimum | 4 |
| Maximum | 920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 33 |
| median | 52 |
| Q3 | 80.25 |
| 95-th percentile | 164.5 |
| Maximum | 920 |
| Range | 916 |
| Interquartile range (IQR) | 47.25 |
Descriptive statistics
| Standard deviation | 66.49257533 |
|---|---|
| Coefficient of variation (CV) | 0.9814775633 |
| Kurtosis | 42.46168195 |
| Mean | 67.74742268 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 4.857570493 |
| Sum | 52572 |
| Variance | 4421.262574 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 50 | 17 | 2.2% | |
| 48 | 15 | 1.9% | |
| 31 | 14 | 1.8% | |
| 45 | 14 | 1.8% | |
| 59 | 13 | 1.7% | |
| 36 | 13 | 1.7% | |
| 40 | 12 | 1.5% | |
| 54 | 12 | 1.5% | |
| 49 | 12 | 1.5% | |
| 24 | 12 | 1.5% | |
| Other values (166) | 642 | 82.7% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 5 | 6 | 0.8% | |
| 6 | 4 | 0.5% | |
| 7 | 6 | 0.8% | |
| 8 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 920 | 1 | 0.1% | |
| 499 | 1 | 0.1% | |
| 469 | 1 | 0.1% | |
| 426 | 2 | 0.3% | |
| 388 | 1 | 0.1% |
SpatMax
Real number (ℝ≥0)
| Distinct | 720 |
|---|---|
| Distinct (%) | 92.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8867.671392 |
|---|---|
| Minimum | 971 |
| Maximum | 44252 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 971 |
|---|---|
| 5-th percentile | 1785 |
| Q1 | 3959.5 |
| median | 7063.5 |
| Q3 | 12013 |
| 95-th percentile | 23051.25 |
| Maximum | 44252 |
| Range | 43281 |
| Interquartile range (IQR) | 8053.5 |
Descriptive statistics
| Standard deviation | 6645.480517 |
|---|---|
| Coefficient of variation (CV) | 0.7494053651 |
| Kurtosis | 3.160937993 |
| Mean | 8867.671392 |
| Median Absolute Deviation (MAD) | 3666 |
| Skewness | 1.553534739 |
| Sum | 6881313 |
| Variance | 44162411.3 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6258 | 4 | 0.5% | |
| 9293 | 4 | 0.5% | |
| 4638 | 3 | 0.4% | |
| 7380 | 3 | 0.4% | |
| 3000 | 3 | 0.4% | |
| 5686 | 2 | 0.3% | |
| 6736 | 2 | 0.3% | |
| 3497 | 2 | 0.3% | |
| 1503 | 2 | 0.3% | |
| 11039 | 2 | 0.3% | |
| Other values (710) | 749 | 96.5% |
| Value | Count | Frequency (%) | |
| 971 | 1 | 0.1% | |
| 1000 | 1 | 0.1% | |
| 1083 | 1 | 0.1% | |
| 1084 | 1 | 0.1% | |
| 1132 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 44252 | 1 | 0.1% | |
| 43156 | 1 | 0.1% | |
| 38262 | 1 | 0.1% | |
| 35492 | 1 | 0.1% | |
| 35490 | 1 | 0.1% |
SpatAvg
Real number (ℝ≥0)
| Distinct | 727 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4128.474227 |
|---|---|
| Minimum | 135 |
| Maximum | 16851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 1092.25 |
| Q1 | 2090.25 |
| median | 3562 |
| Q3 | 5363.75 |
| 95-th percentile | 9773 |
| Maximum | 16851 |
| Range | 16716 |
| Interquartile range (IQR) | 3273.5 |
Descriptive statistics
| Standard deviation | 2701.481392 |
|---|---|
| Coefficient of variation (CV) | 0.6543534593 |
| Kurtosis | 2.329667432 |
| Mean | 4128.474227 |
| Median Absolute Deviation (MAD) | 1551.5 |
| Skewness | 1.375664727 |
| Sum | 3203696 |
| Variance | 7298001.71 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8822 | 4 | 0.5% | |
| 1413 | 3 | 0.4% | |
| 1698 | 3 | 0.4% | |
| 3781 | 2 | 0.3% | |
| 6157 | 2 | 0.3% | |
| 1533 | 2 | 0.3% | |
| 3786 | 2 | 0.3% | |
| 7191 | 2 | 0.3% | |
| 3886 | 2 | 0.3% | |
| 16571 | 2 | 0.3% | |
| Other values (717) | 752 | 96.9% |
| Value | Count | Frequency (%) | |
| 135 | 1 | 0.1% | |
| 387 | 1 | 0.1% | |
| 458 | 1 | 0.1% | |
| 476 | 1 | 0.1% | |
| 559 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 16851 | 1 | 0.1% | |
| 16571 | 2 | 0.3% | |
| 15526 | 1 | 0.1% | |
| 14150 | 1 | 0.1% | |
| 12907 | 1 | 0.1% |
TempDist
Real number (ℝ≥0)
| Distinct | 25 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.958762887 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 2 |
| Zeros (%) | 0.3% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 14 |
| 95-th percentile | 22 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.230277829 |
|---|---|
| Coefficient of variation (CV) | 0.6256076081 |
| Kurtosis | -0.4637744481 |
| Mean | 9.958762887 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.7008416504 |
| Sum | 7728 |
| Variance | 38.81636182 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 71 | 9.1% | |
| 7 | 64 | 8.2% | |
| 8 | 54 | 7.0% | |
| 9 | 53 | 6.8% | |
| 5 | 52 | 6.7% | |
| 3 | 48 | 6.2% | |
| 10 | 48 | 6.2% | |
| 4 | 43 | 5.5% | |
| 12 | 36 | 4.6% | |
| 1 | 33 | 4.3% | |
| Other values (15) | 274 | 35.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.3% | |
| 1 | 33 | 4.3% | |
| 2 | 22 | 2.8% | |
| 3 | 48 | 6.2% | |
| 4 | 43 | 5.5% |
| Value | Count | Frequency (%) | |
| 24 | 18 | 2.3% | |
| 23 | 18 | 2.3% | |
| 22 | 22 | 2.8% | |
| 21 | 23 | 3.0% | |
| 20 | 14 | 1.8% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 0 | |
|---|---|
| 1519 | 1 |
| 44 | 1 |
| 18 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 773 | 99.6% | |
| 1519 | 1 | 0.1% | |
| 44 | 1 | 0.1% | |
| 18 | 1 | 0.1% |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.4% |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.006443299 |
| Min length | 1 |
Coverage
Real number (ℝ≥0)
| Distinct | 94 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.56701031 |
|---|---|
| Minimum | 5 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 36 |
| median | 51 |
| Q3 | 67 |
| 95-th percentile | 91 |
| Maximum | 100 |
| Range | 95 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 21.17224341 |
|---|---|
| Coefficient of variation (CV) | 0.4027667406 |
| Kurtosis | -0.5726651675 |
| Mean | 52.56701031 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.2420574864 |
| Sum | 40792 |
| Variance | 448.2638909 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 44 | 27 | 3.5% | |
| 42 | 22 | 2.8% | |
| 59 | 20 | 2.6% | |
| 36 | 17 | 2.2% | |
| 53 | 15 | 1.9% | |
| 60 | 15 | 1.9% | |
| 37 | 15 | 1.9% | |
| 39 | 15 | 1.9% | |
| 55 | 15 | 1.9% | |
| 45 | 14 | 1.8% | |
| Other values (84) | 601 | 77.4% |
| Value | Count | Frequency (%) | |
| 5 | 1 | 0.1% | |
| 6 | 2 | 0.3% | |
| 7 | 2 | 0.3% | |
| 8 | 1 | 0.1% | |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 12 | 1.5% | |
| 98 | 3 | 0.4% | |
| 97 | 2 | 0.3% | |
| 96 | 4 | 0.5% | |
| 95 | 3 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 1 | |
|---|---|
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 774 | 99.7% | |
| 3 | 2 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 2 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 2 | 773 | 99.6% | |
| 1 | 3 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| -1 | |
|---|---|
| 2 | 2 |
| Value | Count | Frequency (%) | |
| -1 | 774 | 99.7% | |
| 2 | 2 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.99742268 |
| Min length | 1 |
SpatIL
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.652061856 |
|---|---|
| Minimum | -1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.106028467 |
|---|---|
| Coefficient of variation (CV) | 0.3028504199 |
| Kurtosis | -0.009885910355 |
| Mean | 3.652061856 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.565763761 |
| Sum | 2834 |
| Variance | 1.223298969 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 270 | 34.8% | |
| 5 | 199 | 25.6% | |
| 3 | 161 | 20.7% | |
| 2 | 136 | 17.5% | |
| 1 | 7 | 0.9% | |
| -1 | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| -1 | 3 | 0.4% | |
| 1 | 7 | 0.9% | |
| 2 | 136 | 17.5% | |
| 3 | 161 | 20.7% | |
| 4 | 270 | 34.8% |
| Value | Count | Frequency (%) | |
| 5 | 199 | 25.6% | |
| 4 | 270 | 34.8% | |
| 3 | 161 | 20.7% | |
| 2 | 136 | 17.5% | |
| 1 | 7 | 0.9% |
TLCar
Real number (ℝ≥0)
| Distinct | 529 |
|---|---|
| Distinct (%) | 68.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1510.466495 |
|---|---|
| Minimum | 1001 |
| Maximum | 1999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 1049.75 |
| Q1 | 1255.75 |
| median | 1525.5 |
| Q3 | 1759.5 |
| 95-th percentile | 1942.5 |
| Maximum | 1999 |
| Range | 998 |
| Interquartile range (IQR) | 503.75 |
Descriptive statistics
| Standard deviation | 290.5090463 |
|---|---|
| Coefficient of variation (CV) | 0.1923306788 |
| Kurtosis | -1.225551146 |
| Mean | 1510.466495 |
| Median Absolute Deviation (MAD) | 250.5 |
| Skewness | -0.05891255953 |
| Sum | 1172122 |
| Variance | 84395.50597 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1902 | 5 | 0.6% | |
| 1421 | 4 | 0.5% | |
| 1584 | 4 | 0.5% | |
| 1229 | 4 | 0.5% | |
| 1867 | 4 | 0.5% | |
| 1893 | 4 | 0.5% | |
| 1191 | 4 | 0.5% | |
| 1568 | 4 | 0.5% | |
| 1999 | 4 | 0.5% | |
| 1698 | 3 | 0.4% | |
| Other values (519) | 736 | 94.8% |
| Value | Count | Frequency (%) | |
| 1001 | 2 | 0.3% | |
| 1002 | 1 | 0.1% | |
| 1003 | 1 | 0.1% | |
| 1006 | 2 | 0.3% | |
| 1010 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1999 | 4 | 0.5% | |
| 1998 | 1 | 0.1% | |
| 1997 | 2 | 0.3% | |
| 1996 | 1 | 0.1% | |
| 1994 | 2 | 0.3% |
TLHGV
Real number (ℝ≥0)
| Distinct | 392 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 746.9523196 |
|---|---|
| Minimum | 500 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 524 |
| Q1 | 620 |
| median | 742.5 |
| Q3 | 871 |
| 95-th percentile | 974 |
| Maximum | 999 |
| Range | 499 |
| Interquartile range (IQR) | 251 |
Descriptive statistics
| Standard deviation | 145.0603044 |
|---|---|
| Coefficient of variation (CV) | 0.194202897 |
| Kurtosis | -1.20803133 |
| Mean | 746.9523196 |
| Median Absolute Deviation (MAD) | 126.5 |
| Skewness | 0.04566946891 |
| Sum | 579635 |
| Variance | 21042.49192 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 680 | 6 | 0.8% | |
| 871 | 6 | 0.8% | |
| 807 | 6 | 0.8% | |
| 982 | 6 | 0.8% | |
| 664 | 5 | 0.6% | |
| 869 | 5 | 0.6% | |
| 588 | 5 | 0.6% | |
| 822 | 5 | 0.6% | |
| 862 | 5 | 0.6% | |
| 672 | 5 | 0.6% | |
| Other values (382) | 722 | 93.0% |
| Value | Count | Frequency (%) | |
| 500 | 3 | 0.4% | |
| 501 | 2 | 0.3% | |
| 504 | 1 | 0.1% | |
| 505 | 2 | 0.3% | |
| 506 | 5 | 0.6% |
| Value | Count | Frequency (%) | |
| 999 | 2 | 0.3% | |
| 998 | 1 | 0.1% | |
| 996 | 2 | 0.3% | |
| 995 | 2 | 0.3% | |
| 994 | 2 | 0.3% |
Strasse
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| A3 | |
|---|---|
| A9 | |
| A96 | |
| A7 | |
| A73 | |
| Other values (10) |
| Value | Count | Frequency (%) | |
| A3 | 198 | 25.5% | |
| A9 | 189 | 24.4% | |
| A96 | 88 | 11.3% | |
| A7 | 79 | 10.2% | |
| A73 | 60 | 7.7% | |
| A6 | 58 | 7.5% | |
| A99 | 30 | 3.9% | |
| A92 | 26 | 3.4% | |
| A70 | 21 | 2.7% | |
| A94 | 16 | 2.1% | |
| Other values (5) | 11 | 1.4% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.3% |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.326030928 |
| Min length | 2 |
Kat
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 3 | |
|---|---|
| 7 | |
| 2 | |
| 1 | 29 |
| Value | Count | Frequency (%) | |
| 3 | 422 | 54.4% | |
| 7 | 181 | 23.3% | |
| 2 | 144 | 18.6% | |
| 1 | 29 | 3.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Typ
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.818298969 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.198351334 |
|---|---|
| Coefficient of variation (CV) | 0.4562505041 |
| Kurtosis | -0.7128479285 |
| Mean | 4.818298969 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.056777988 |
| Sum | 3739 |
| Variance | 4.832748587 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 495 | 63.8% | |
| 1 | 181 | 23.3% | |
| 7 | 70 | 9.0% | |
| 3 | 24 | 3.1% | |
| 4 | 4 | 0.5% | |
| 5 | 2 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 181 | 23.3% | |
| 3 | 24 | 3.1% | |
| 4 | 4 | 0.5% | |
| 5 | 2 | 0.3% | |
| 6 | 495 | 63.8% |
| Value | Count | Frequency (%) | |
| 7 | 70 | 9.0% | |
| 6 | 495 | 63.8% | |
| 5 | 2 | 0.3% | |
| 4 | 4 | 0.5% | |
| 3 | 24 | 3.1% |
Betei
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.340206186 |
|---|---|
| Minimum | 1 |
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.178399991 |
|---|---|
| Coefficient of variation (CV) | 0.5035453705 |
| Kurtosis | 41.83137283 |
| Mean | 2.340206186 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.026433022 |
| Sum | 1816 |
| Variance | 1.388626538 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 396 | 51.0% | |
| 3 | 164 | 21.1% | |
| 1 | 130 | 16.8% | |
| 4 | 59 | 7.6% | |
| 5 | 16 | 2.1% | |
| 7 | 4 | 0.5% | |
| 6 | 4 | 0.5% | |
| 8 | 2 | 0.3% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 130 | 16.8% | |
| 2 | 396 | 51.0% | |
| 3 | 164 | 21.1% | |
| 4 | 59 | 7.6% | |
| 5 | 16 | 2.1% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.1% | |
| 8 | 2 | 0.3% | |
| 7 | 4 | 0.5% | |
| 6 | 4 | 0.5% | |
| 5 | 16 | 2.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.869845361 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 24 |
| Zeros (%) | 3.1% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.810086529 |
|---|---|
| Coefficient of variation (CV) | 0.7261495659 |
| Kurtosis | -0.9130273077 |
| Mean | 3.869845361 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.8533956468 |
| Sum | 3003 |
| Variance | 7.896586299 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 344 | 44.3% | |
| 3 | 144 | 18.6% | |
| 8 | 107 | 13.8% | |
| 9 | 80 | 10.3% | |
| 1 | 31 | 4.0% | |
| 0 | 24 | 3.1% | |
| 7 | 23 | 3.0% | |
| 5 | 15 | 1.9% | |
| 6 | 4 | 0.5% | |
| 4 | 4 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 24 | 3.1% | |
| 1 | 31 | 4.0% | |
| 2 | 344 | 44.3% | |
| 3 | 144 | 18.6% | |
| 4 | 4 | 0.5% |
| Value | Count | Frequency (%) | |
| 9 | 80 | 10.3% | |
| 8 | 107 | 13.8% | |
| 7 | 23 | 3.0% | |
| 6 | 4 | 0.5% | |
| 5 | 15 | 1.9% |
UArt2
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7796391753 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.620607381 |
|---|---|
| Coefficient of variation (CV) | 4.643952607 |
| Kurtosis | 0.8429057238 |
| Mean | 0.7796391753 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.648366864 |
| Sum | 605 |
| Variance | 13.10879781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 613 | 79.0% | |
| 9 | 79 | 10.2% | |
| 8 | 50 | 6.4% | |
| 3 | 20 | 2.6% | |
| 2 | 6 | 0.8% | |
| 7 | 4 | 0.5% | |
| 1 | 3 | 0.4% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 613 | 79.0% | |
| 1 | 3 | 0.4% | |
| 2 | 6 | 0.8% | |
| 3 | 20 | 2.6% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 9 | 79 | 10.2% | |
| 8 | 50 | 6.4% | |
| 7 | 4 | 0.5% | |
| 4 | 1 | 0.1% | |
| 3 | 20 | 2.6% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.19458763 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 662 |
| Zeros (%) | 85.3% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 73 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.09185373 |
|---|---|
| Coefficient of variation (CV) | 2.420085011 |
| Kurtosis | 2.20043025 |
| Mean | 11.19458763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.03127464 |
| Sum | 8687 |
| Variance | 733.9685384 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 662 | 85.3% | |
| 73 | 63 | 8.1% | |
| 72 | 20 | 2.6% | |
| 89 | 11 | 1.4% | |
| 82 | 5 | 0.6% | |
| 88 | 4 | 0.5% | |
| 86 | 3 | 0.4% | |
| 81 | 3 | 0.4% | |
| 87 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| Other values (3) | 3 | 0.4% |
| Value | Count | Frequency (%) | |
| 0 | 662 | 85.3% | |
| 72 | 20 | 2.6% | |
| 73 | 63 | 8.1% | |
| 75 | 1 | 0.1% | |
| 77 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 11 | 1.4% | |
| 88 | 4 | 0.5% | |
| 87 | 1 | 0.1% | |
| 86 | 3 | 0.4% | |
| 84 | 1 | 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8118556701 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 768 |
| Zeros (%) | 99.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.978562481 |
|---|---|
| Coefficient of variation (CV) | 9.827562675 |
| Kurtosis | 94.52119747 |
| Mean | 0.8118556701 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.786766497 |
| Sum | 630 |
| Variance | 63.65745926 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 768 | 99.0% | |
| 75 | 2 | 0.3% | |
| 73 | 2 | 0.3% | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| 81 | 1 | 0.1% | |
| 80 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 768 | 99.0% | |
| 73 | 2 | 0.3% | |
| 75 | 2 | 0.3% | |
| 80 | 1 | 0.1% | |
| 81 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| 81 | 1 | 0.1% | |
| 80 | 1 | 0.1% | |
| 75 | 2 | 0.3% |
AufHi
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5476804124 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | 0.3% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.096459635 |
|---|---|
| Coefficient of variation (CV) | 3.827888651 |
| Kurtosis | -0.5856516027 |
| Mean | 0.5476804124 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8169640614 |
| Sum | 425 |
| Variance | 4.395143 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 491 | 63.3% | |
| 3 | 241 | 31.1% | |
| 4 | 24 | 3.1% | |
| 5 | 12 | 1.5% | |
| 9 | 2 | 0.3% | |
| 8 | 2 | 0.3% | |
| 0 | 2 | 0.3% | |
| 2 | 1 | 0.1% | |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 491 | 63.3% | |
| 0 | 2 | 0.3% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 241 | 31.1% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.3% | |
| 8 | 2 | 0.3% | |
| 5 | 12 | 1.5% | |
| 4 | 24 | 3.1% | |
| 3 | 241 | 31.1% |
Alkoh
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| -1 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| -1 | 765 | 98.6% | |
| 1 | 11 | 1.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.985824742 |
| Min length | 1 |
Char1
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2796391753 |
|---|---|
| Minimum | -1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.1 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.935848001 |
|---|---|
| Coefficient of variation (CV) | -6.922663819 |
| Kurtosis | 3.941778148 |
| Mean | -0.2796391753 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.393163963 |
| Sum | -217 |
| Variance | 3.747507483 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 679 | 87.5% | |
| 5 | 38 | 4.9% | |
| 4 | 33 | 4.3% | |
| 6 | 22 | 2.8% | |
| 2 | 4 | 0.5% |
| Value | Count | Frequency (%) | |
| -1 | 679 | 87.5% | |
| 2 | 4 | 0.5% | |
| 4 | 33 | 4.3% | |
| 5 | 38 | 4.9% | |
| 6 | 22 | 2.8% |
| Value | Count | Frequency (%) | |
| 6 | 22 | 2.8% | |
| 5 | 38 | 4.9% | |
| 4 | 33 | 4.3% | |
| 2 | 4 | 0.5% | |
| -1 | 679 | 87.5% |
Char2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| -1 | |
|---|---|
| 6 | 29 |
| Value | Count | Frequency (%) | |
| -1 | 747 | 96.3% | |
| 6 | 29 | 3.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.962628866 |
| Min length | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 51 |
| -1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 581 | 74.9% | |
| 2 | 143 | 18.4% | |
| 1 | 51 | 6.6% | |
| -1 | 1 | 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.00128866 |
| Min length | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| -1 | |
|---|---|
| 4 | |
| 3 | 7 |
| Value | Count | Frequency (%) | |
| -1 | 582 | 75.0% | |
| 4 | 187 | 24.1% | |
| 3 | 7 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.75 |
| Min length | 1 |
Zust1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 18 |
| -1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 548 | 70.6% | |
| 1 | 208 | 26.8% | |
| 2 | 18 | 2.3% | |
| -1 | 2 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.00257732 |
| Min length | 1 |
Zust2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| -1 | |
|---|---|
| 2 | 7 |
| Value | Count | Frequency (%) | |
| -1 | 769 | 99.1% | |
| 2 | 7 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.990979381 |
| Min length | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 52 |
| Missing (%) | 6.7% |
| Memory size | 6.1 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| S | 11 |
| 4 | 10 |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| 2 | 316 | 40.7% | |
| 1 | 265 | 34.1% | |
| 3 | 119 | 15.3% | |
| S | 11 | 1.4% | |
| 4 | 10 | 1.3% | |
| 5 | 2 | 0.3% | |
| F | 1 | 0.1% | |
| (Missing) | 52 | 6.7% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.134020619 |
| Min length | 1 |
WoTag
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| Fr | |
|---|---|
| Mo | |
| Di | |
| Do | |
| Sa | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| Fr | 130 | 16.8% | |
| Mo | 117 | 15.1% | |
| Di | 111 | 14.3% | |
| Do | 106 | 13.7% | |
| Sa | 104 | 13.4% | |
| Mi | 103 | 13.3% | |
| So | 98 | 12.6% | |
| 7 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.981958763 |
| Min length | 0 |
FeiTag
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| -1 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| -1 | 752 | 96.9% | |
| 1 | 24 | 3.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.969072165 |
| Min length | 1 |
Month
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| Aug | |
|---|---|
| Jul | |
| Apr | |
| Jun | |
| May | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Aug | 92 | 11.9% | |
| Jul | 79 | 10.2% | |
| Apr | 71 | 9.1% | |
| Jun | 70 | 9.0% | |
| May | 67 | 8.6% | |
| Oct | 66 | 8.5% | |
| Dec | 65 | 8.4% | |
| Mar | 64 | 8.2% | |
| Sep | 58 | 7.5% | |
| Nov | 57 | 7.3% | |
| Other values (2) | 87 | 11.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TempGL | SpatGL | TempIL | SpatIL | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 69 | 28 | 6000 | 3475 | 10 | 0 | 41 | 1 | 2 | -1 | 5 | 1691 | 686 | A6 | 3 | 6 | 3 | 2 | -1 | 89 | 0 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | Di | 1 | Jan |
| 1 | 7 | 216 | 96 | 12991 | 5615 | 11 | 0 | 43 | 1 | 2 | -1 | 2 | 1647 | 670 | A3 | 3 | 7 | 3 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 2 | Do | -1 | Jan |
| 2 | 12 | 33 | 15 | 4193 | 1493 | 12 | 0 | 34 | 1 | 2 | -1 | 4 | 1079 | 686 | A9 | 7 | 1 | 1 | 9 | -1 | 72 | 0 | 3 | -1 | -1 | -1 | 0 | -1 | 2 | -1 | 3 | Sa | -1 | Jan |
| 3 | 16 | 132 | 45 | 9631 | 2632 | 22 | 0 | 25 | 1 | 2 | -1 | 2 | 1098 | 683 | A9 | 7 | 1 | 1 | 9 | -1 | 72 | 73 | 3 | -1 | -1 | -1 | 0 | -1 | 1 | 2 | 3 | Sa | -1 | Jan |
| 4 | 17 | 189 | 59 | 18160 | 3654 | 6 | 0 | 20 | 1 | 2 | -1 | 3 | 1581 | 554 | A96 | 3 | 6 | 2 | 3 | -1 | 72 | 0 | -1 | -1 | -1 | -1 | 0 | -1 | 2 | -1 | 2 | Sa | -1 | Jan |
| 5 | 21 | 108 | 52 | 6077 | 2809 | 1 | 0 | 44 | 1 | 2 | -1 | 4 | 1942 | 930 | A6 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 1 | Mo | -1 | Jan |
| 6 | 22 | 102 | 68 | 5999 | 4222 | 9 | 0 | 59 | 1 | 2 | -1 | 5 | 1610 | 680 | A73 | 7 | 6 | 4 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 2 | Mo | -1 | Jan |
| 7 | 23 | 102 | 68 | 5999 | 4222 | 9 | 0 | 59 | 1 | 2 | -1 | 5 | 1610 | 680 | A73 | 7 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 2 | Mo | -1 | Jan |
| 8 | 24 | 39 | 27 | 1504 | 876 | 23 | 0 | 57 | 1 | 2 | -1 | 5 | 1362 | 731 | A7 | 2 | 1 | 1 | 8 | -1 | 73 | 0 | 4 | -1 | 4 | -1 | 1 | 4 | 1 | -1 | 2 | Di | -1 | Jan |
| 9 | 28 | 18 | 19 | 3000 | 2742 | 3 | 0 | 87 | 1 | 2 | -1 | 4 | 1639 | 822 | A6 | 7 | 6 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 2 | -1 | 1 | Mi | -1 | Jan |
Last rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TempGL | SpatGL | TempIL | SpatIL | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 766 | 1851 | 117 | 88 | 6258 | 4606 | 6 | 0 | 74 | 1 | 2 | -1 | 5 | 1823 | 744 | A3 | 3 | 6 | 4 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 2 | Do | 1 | Dec |
| 767 | 1853 | 24 | 24 | 1000 | 1090 | 10 | 0 | 88 | 1 | 2 | -1 | 4 | 1475 | 636 | A9 | 3 | 1 | 3 | 9 | -1 | 0 | 0 | 3 | -1 | 5 | 6 | 0 | -1 | 1 | -1 | 3 | Do | 1 | Dec |
| 768 | 1855 | 81 | 49 | 3082 | 2294 | 16 | 0 | 71 | 1 | 2 | -1 | 3 | 1562 | 890 | A3 | 7 | 6 | 2 | 3 | 2 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 1 | Fr | -1 | Dec |
| 769 | 1856 | 96 | 64 | 16282 | 10596 | 3 | 0 | 65 | 1 | 2 | -1 | 3 | 1688 | 567 | A6 | 2 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | Fr | -1 | Dec |
| 770 | 1857 | 81 | 61 | 2698 | 2360 | 8 | 0 | 86 | 1 | 2 | -1 | 4 | 1305 | 511 | A7 | 3 | 1 | 1 | 9 | -1 | 0 | 0 | 3 | -1 | 6 | -1 | 2 | 4 | 0 | -1 | 2 | Fr | -1 | Dec |
| 771 | 1860 | 201 | 93 | 14999 | 4372 | 16 | 0 | 29 | 1 | 2 | -1 | 2 | 1875 | 579 | A7 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | Sa | -1 | Dec |
| 772 | 1861 | 45 | 26 | 3955 | 2768 | 22 | 0 | 75 | 1 | 2 | -1 | 4 | 1262 | 925 | A9 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | So | -1 | Dec |
| 773 | 1862 | 39 | 31 | 13456 | 10007 | 11 | 0 | 74 | 1 | 2 | -1 | 3 | 1850 | 582 | A9 | 3 | 7 | 3 | 4 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 3 | So | -1 | Dec |
| 774 | 1865 | 93 | 72 | 3418 | 2571 | 4 | 0 | 75 | 1 | 2 | -1 | 5 | 1950 | 993 | A3 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 2 | 3 | 0 | -1 | 2 | -1 | Dec | |
| 775 | 1866 | 69 | 62 | 1406 | 1260 | 6 | 0 | 78 | 1 | 2 | -1 | 4 | 1155 | 500 | A71 | 2 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | Di | -1 | Dec |